Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders

Accurate stride-length estimation is a fundamental component in numerous applications, such as pedestrian dead reckoning, gait analysis, and human activity recognition. The existing stride-length estimation algorithms work relatively well in cases of walking a straight line at normal speed, but thei...

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Hlavní autoři:	Qu Wang, Langlang Ye, Haiyong Luo, Aidong Men, Fang Zhao, Yan Huang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2019-02-01
Edice:	Sensors
Témata:	indoor positioning deep learning pedestrian dead reckoning walking distance stride-length estimation
On-line přístup:	https://www.mdpi.com/1424-8220/19/4/840
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